main webpage W Topic Computer Science Frontiers in Plant Science • Vol 15 Efficient and accurate identification of maize rust disease using deep learning model 2025 Common corn rust and southern corn rust, two typical maize diseases during growth stages, require accurate differentiation to understand their occurrence patterns and pathogenic risks. To address this, a specialized Maize-Rust model integrating a SimAM module… Article Open Computer Science Open Article Page

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Study of computation Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines (such as algorithms, theory of computation, and information theory) to applied disciplines (including the design and implementation of hardware and software). Algorithms and data structures are central to computer science. The theory of computation concerns abstract models of computation and general classes of problems that can be solved using them. The fields of cryptography and computer security involve studying the means for secure communication and preventing security vulnerabilities. Computer graphics and computational geometry address the generation of images. Critical Symbolic Virtual Narrative Open Computer Science Open Article Page

Exploring foci of: Frontiers in Plant Science • Vol 15 Efficient and accurate identification of maize rust disease using deep learning model 2025 Common corn rust and southern corn rust, two typical maize diseases during growth stages, require accurate differentiation to understand their occurrence patterns and pathogenic risks. To address this, a specialized Maize-Rust model integrating a SimAM module in the YOLOv8s backbone and a BiFPN for scale fusion, along with a DWConv for streamlined detection, was developed. The model achieved an accuracy of 94.6%, average accuracy of 91.6%, recall rate of 85.4%, and F1 value of 0.823, outperforming Faster-RCNN and … Open Article Page

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Explore Computer Science W Topic Computer Science Frontiers in Plant Science • Vol 15 Efficient and accurate identification of maize rust disease using deep learning model 2025 Common corn rust and southern corn rust, two typical maize diseases during growth stages, require accurate differentiation to understand their occurrence patterns and pathogenic risks. To address this, a specialized Maize-Rust model integrating a SimAM module… Article Critical Symbolic Virtual Narrative Open Computer Science Open Article Page